https://judyailab.com/en/categories/real-stories/ Recent content in Real Stories on Judy AI Lab https://judyailab.com/logo.jpg https://judyailab.com/logo.jpg Hugo -- 0.147.4 en Sat, 14 Mar 2026 05:01:08 +0000 https://judyailab.com/en/posts/ai-self-review-pipeline-quality-gates/ Sat, 14 Mar 2026 05:01:08 +0000 https://judyailab.com/en/posts/ai-self-review-pipeline-quality-gates/ When an AI Agent says 'it's done,' what's your first reaction? At Judy AI Lab, our experience shows: no matter what it says, first check if it's gone through the five stages. Starting from real pitfalls, sharing the design logic behind multi-Agent quality gates — acceptance criteria defined by humans, let Agents achieve them, get the order right and the results will follow. Keywords: AI Agent Quality Management, Automated Code Review, Multi-Agent Systems.